Exemple #1
0
void SUMMA_NTC
( Orientation orientB,
  T alpha,
  const AbstractDistMatrix<T>& APre,
  const AbstractDistMatrix<T>& BPre,
        AbstractDistMatrix<T>& CPre )
{
    EL_DEBUG_CSE
    const Int sumDim = APre.Width();
    const Int bsize = Blocksize();
    const Grid& g = APre.Grid();
    const bool conjugate = ( orientB == ADJOINT );

    DistMatrixReadProxy<T,T,MC,MR> AProx( APre );
    DistMatrixReadProxy<T,T,MC,MR> BProx( BPre );
    DistMatrixReadWriteProxy<T,T,MC,MR> CProx( CPre );
    auto& A = AProx.GetLocked();
    auto& B = BProx.GetLocked();
    auto& C = CProx.Get();

    // Temporary distributions
    DistMatrix<T,MC,STAR> A1_MC_STAR(g);
    DistMatrix<T,VR,STAR> B1_VR_STAR(g);
    DistMatrix<T,STAR,MR> B1Trans_STAR_MR(g);

    A1_MC_STAR.AlignWith( C );
    B1_VR_STAR.AlignWith( C );
    B1Trans_STAR_MR.AlignWith( C );

    for( Int k=0; k<sumDim; k+=bsize )
    {
        const Int nb = Min(bsize,sumDim-k);
        auto A1 = A( ALL, IR(k,k+nb) );
        auto B1 = B( ALL, IR(k,k+nb) );

        A1_MC_STAR = A1;
        B1_VR_STAR = B1;
        Transpose( B1_VR_STAR, B1Trans_STAR_MR, conjugate );

        // C[MC,MR] += alpha A1[MC,*] (B1[MR,*])^T
        LocalGemm
        ( NORMAL, NORMAL, alpha, A1_MC_STAR, B1Trans_STAR_MR, T(1), C );
    }
}
Exemple #2
0
inline void
SymmLLA
( T alpha, const DistMatrix<T>& A, const DistMatrix<T>& B,
  T beta,        DistMatrix<T>& C )
{
#ifndef RELEASE
    PushCallStack("internal::SymmLLA");
    if( A.Grid() != B.Grid() || B.Grid() != C.Grid() )
        throw std::logic_error
        ("{A,B,C} must be distributed over the same grid");
#endif
    const Grid& g = A.Grid();

    DistMatrix<T> 
        BL(g), BR(g),
        B0(g), B1(g), B2(g);

    DistMatrix<T>
        CL(g), CR(g),
        C0(g), C1(g), C2(g);

    DistMatrix<T,MC,STAR> B1_MC_STAR(g);
    DistMatrix<T,VR,STAR> B1_VR_STAR(g);
    DistMatrix<T,STAR,MR> B1Trans_STAR_MR(g);
    DistMatrix<T> Z1(g);
    DistMatrix<T,MC,STAR> Z1_MC_STAR(g);
    DistMatrix<T,MR,STAR> Z1_MR_STAR(g);
    DistMatrix<T,MR,MC  > Z1_MR_MC(g);

    B1_MC_STAR.AlignWith( A );
    B1_VR_STAR.AlignWith( A );
    B1Trans_STAR_MR.AlignWith( A );
    Z1_MC_STAR.AlignWith( A );
    Z1_MR_STAR.AlignWith( A );

    Scale( beta, C );
    LockedPartitionRight
    ( B, BL, BR, 0 );
    PartitionRight
    ( C, CL, CR, 0 );
    while( CL.Width() < C.Width() )
    {
        LockedRepartitionRight 
        ( BL, /**/ BR,
          B0, /**/ B1, B2 );

        RepartitionRight
        ( CL, /**/ CR,
          C0, /**/ C1, C2 );

        Z1.AlignWith( C1 );
        Zeros( C1.Height(), C1.Width(), Z1_MC_STAR );
        Zeros( C1.Height(), C1.Width(), Z1_MR_STAR );
        //--------------------------------------------------------------------//
        B1_MC_STAR = B1;
        B1_VR_STAR = B1_MC_STAR;
        B1Trans_STAR_MR.TransposeFrom( B1_VR_STAR );
        LocalSymmetricAccumulateLL
        ( TRANSPOSE, 
          alpha, A, B1_MC_STAR, B1Trans_STAR_MR, Z1_MC_STAR, Z1_MR_STAR );

        Z1_MR_MC.SumScatterFrom( Z1_MR_STAR );
        Z1 = Z1_MR_MC;
        Z1.SumScatterUpdate( T(1), Z1_MC_STAR );
        Axpy( T(1), Z1, C1 );
        //--------------------------------------------------------------------//
        Z1.FreeAlignments();

        SlideLockedPartitionRight
        ( BL,     /**/ BR,
          B0, B1, /**/ B2 );

        SlidePartitionRight
        ( CL,     /**/ CR,
          C0, C1, /**/ C2 );
    }
#ifndef RELEASE
    PopCallStack();
#endif
}
Exemple #3
0
inline void
GemmNNA
( T alpha, const DistMatrix<T>& A,
           const DistMatrix<T>& B,
  T beta,        DistMatrix<T>& C )
{
#ifndef RELEASE
    PushCallStack("internal::GemmNNA");
    if( A.Grid() != B.Grid() || B.Grid() != C.Grid() )
        throw std::logic_error
        ("{A,B,C} must be distributed over the same grid");
    if( A.Height() != C.Height() ||
        B.Width()  != C.Width()  ||
        A.Width()  != B.Height() )
    {
        std::ostringstream msg;
        msg << "Nonconformal GemmNNA: \n"
            << "  A ~ " << A.Height() << " x " << A.Width() << "\n"
            << "  B ~ " << B.Height() << " x " << B.Width() << "\n"
            << "  C ~ " << C.Height() << " x " << C.Width() << "\n";
        throw std::logic_error( msg.str().c_str() );
    }
#endif
    const Grid& g = A.Grid();

    // Matrix views
    DistMatrix<T> BL(g), BR(g),
                  B0(g), B1(g), B2(g);
    DistMatrix<T> CL(g), CR(g),
                  C0(g), C1(g), C2(g);

    // Temporary distributions
    DistMatrix<T,VR,STAR> B1_VR_STAR(g);
    DistMatrix<T,STAR,MR> B1Trans_STAR_MR(g);
    DistMatrix<T,MC,STAR> D1_MC_STAR(g);

    B1_VR_STAR.AlignWith( A );
    B1Trans_STAR_MR.AlignWith( A );
    D1_MC_STAR.AlignWith( A );

    // Start the algorithm
    Scale( beta, C );
    LockedPartitionRight( B, BL, BR, 0 );
    PartitionRight( C, CL, CR, 0 );
    while( BR.Width() > 0 )
    {
        LockedRepartitionRight
        ( BL, /**/     BR,
          B0, /**/ B1, B2 );

        RepartitionRight
        ( CL, /**/     CR,
          C0, /**/ C1, C2 );

        Zeros( C1.Height(), C1.Width(), D1_MC_STAR );
        //--------------------------------------------------------------------//
        B1_VR_STAR = B1;
        B1Trans_STAR_MR.TransposeFrom( B1_VR_STAR );

        // D1[MC,*] := alpha A[MC,MR] B1[MR,*]
        LocalGemm
        ( NORMAL, TRANSPOSE, alpha, A, B1Trans_STAR_MR, T(0), D1_MC_STAR );

        // C1[MC,MR] += scattered result of D1[MC,*] summed over grid rows
        C1.SumScatterUpdate( T(1), D1_MC_STAR );
        //--------------------------------------------------------------------//

        SlideLockedPartitionRight
        ( BL,     /**/ BR,
          B0, B1, /**/ B2 );

        SlidePartitionRight
        ( CL,     /**/ CR,
          C0, C1, /**/ C2 );
    }
#ifndef RELEASE
    PopCallStack();
#endif
}
Exemple #4
0
inline void
internal::Syr2kLN
( T alpha, const DistMatrix<T,MC,MR>& A,
           const DistMatrix<T,MC,MR>& B,
  T beta,        DistMatrix<T,MC,MR>& C )
{
#ifndef RELEASE
    PushCallStack("internal::Syr2kLN");
    if( A.Grid() != B.Grid() || B.Grid() != C.Grid() )
        throw std::logic_error
        ("{A,B,C} must be distributed over the same grid");
    if( A.Height() != C.Height() || A.Height() != C.Width() ||
        B.Height() != C.Height() || B.Height() != C.Width() ||
        A.Width() != B.Width()                                 )
    {
        std::ostringstream msg;
        msg << "Nonconformal Syr2kLN:\n"
            << "  A ~ " << A.Height() << " x " << A.Width() << "\n"
            << "  B ~ " << B.Height() << " x " << B.Width() << "\n"
            << "  C ~ " << C.Height() << " x " << C.Width() << "\n";
        throw std::logic_error( msg.str().c_str() );
    }
#endif
    const Grid& g = A.Grid();

    // Matrix views 
    DistMatrix<T,MC,MR> AL(g), AR(g),
                        A0(g), A1(g), A2(g);

    DistMatrix<T,MC,MR> BL(g), BR(g),
                        B0(g), B1(g), B2(g);

    // Temporary distributions
    DistMatrix<T,MC,  STAR> A1_MC_STAR(g);
    DistMatrix<T,MC,  STAR> B1_MC_STAR(g);
    DistMatrix<T,VR,  STAR> A1_VR_STAR(g);
    DistMatrix<T,VR,  STAR> B1_VR_STAR(g);
    DistMatrix<T,STAR,MR  > A1Trans_STAR_MR(g);
    DistMatrix<T,STAR,MR  > B1Trans_STAR_MR(g);

    // Start the algorithm
    ScaleTrapezoid( beta, LEFT, LOWER, 0, C );
    LockedPartitionRight( A, AL, AR, 0 );
    LockedPartitionRight( B, BL, BR, 0 );
    while( AR.Width() > 0 )
    {
        LockedRepartitionRight
        ( AL, /**/ AR,
          A0, /**/ A1, A2 );

        LockedRepartitionRight
        ( BL, /**/ BR,
          B0, /**/ B1, B2 );

        A1_MC_STAR.AlignWith( C );
        B1_MC_STAR.AlignWith( C );
        A1_VR_STAR.AlignWith( C );
        B1_VR_STAR.AlignWith( C );
        A1Trans_STAR_MR.AlignWith( C );
        B1Trans_STAR_MR.AlignWith( C );
        //--------------------------------------------------------------------//
        A1_VR_STAR = A1_MC_STAR = A1;
        A1Trans_STAR_MR.TransposeFrom( A1_VR_STAR );

        B1_VR_STAR = B1_MC_STAR = B1;
        B1Trans_STAR_MR.TransposeFrom( B1_VR_STAR );

        internal::LocalTrr2k
        ( LOWER, 
          alpha, A1_MC_STAR, B1Trans_STAR_MR,
                 B1_MC_STAR, A1Trans_STAR_MR,
          (T)1,  C );
        //--------------------------------------------------------------------//
        A1_MC_STAR.FreeAlignments();
        B1_MC_STAR.FreeAlignments();
        A1_VR_STAR.FreeAlignments();
        B1_VR_STAR.FreeAlignments();
        A1Trans_STAR_MR.FreeAlignments();
        B1Trans_STAR_MR.FreeAlignments();

        SlideLockedPartitionRight
        ( AL,     /**/ AR,
          A0, A1, /**/ A2 );

        SlideLockedPartitionRight
        ( BL,     /**/ BR,
          B0, B1, /**/ B2 );
    }
#ifndef RELEASE
    PopCallStack();
#endif
}